Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013082

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013085

distance 0.141

#2 · Punecell 4900013047

distance 0.142

#3 · Punecell 4900012606

distance 0.236

#4 · Punecell 4900012975

distance 0.279

#5 · Punecell 4900013051

distance 0.317

#6 · Punecell 4900013013

distance 0.334

#7 · Punecell 4900012533

distance 0.335

#8 · Sataracell 4940008047

distance 0.343 · cross-district

#9 · Punecell 4900013198

distance 0.362

#10 · Punecell 4900013014

distance 0.379

#11 · Punecell 4900012976

distance 0.387

#12 · Punecell 4900013084

distance 0.398

#13 · Punecell 4900013049

distance 0.399

#14 · Jalnacell 4790001674

distance 0.401 · cross-district

#15 · Beedcell 4700009017

distance 0.404 · cross-district

#16 · Punecell 4900013017

distance 0.413

#17 · Punecell 4900008431

distance 0.425

#18 · Hingolicell 4770001045

distance 0.425 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900013082}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.